Understanding caregiver burden from multiple perspectives: dyadic agreement between caregiver and care recipient

PURPOSE

Caregiver burden (CB) is typically self-assessed by caregivers. However, an emerging concept is assessment of CB by the recipients of care, i.e., the patient. The specific objectives are (1) to assess the level of agreement between care recipients' and caregivers' view on CB, across financial, physical, emotional, and social domains; (2) to explore two care recipient perspectives: their self-perceived burden (CR-SPB), and their interpretation of the caregiver's view (Proxy-CB).

METHODS

Data were collected from 504 caregiver-care recipient dyads in the U.S. using an online Qualtrics panel. The survey assessed caregiver burden using CarerQol and newly developed items. The level of agreement between responses was quantified using weighted kappa (κ) coefficients for individual items and intraclass correlation coefficients (ICC) for index/summary scores.

RESULTS

The average age of caregivers was 49.2 years, and 62.7 years for care recipients. Dyads most commonly consisted of spouses/partners (34.5%); 68.3% lived together. Proxy-CB aligned more closely with caregiver's view, with moderate to substantial agreement across CB domains (from κ = 0.48 for emotional to κ = 0.66 for financial). In the same perspective, the CarerQol-7D Index showed moderate agreement (ICC = 0.58) and the summary score of CB items substantial agreement (ICC = 0.76). Care recipients generally overestimated  CB in the Proxy-CB perspective, while they underestimated it in the CR-SPB perspective.

CONCLUSION

Results demonstrate there is a difference between perspectives. Strong agreement in Proxy-CB perspective suggests that care recipients can potentially substitute for caregivers depending on the domain. CR-SPB agrees less with caregivers and may provide complementary information.

Comparison of EQ Health and Well-Being Long and Short With Other Preference-Based Measures Among United States Informal Caregivers

OBJECTIVES

Several measures have been used or developed to capture the health and well-being of caregivers, including the EQ Health and Well-being (EQ-HWB) and its short form, EQ-HWB-S. This study aimed to evaluate the psychometric properties and construct validity of the EQ-HWB/EQ-HWB-S in a US caregiver population.

METHODS

A cross-sectional survey was conducted involving 504 caregivers. Eligible participants were 18+ years old, provided unpaid care to a relative/friend aged 18+ in the past 6 months, and spent on average of at least 1 hour per week caregiving. Survey included the following measures: EQ-HWB, Adult Social Care Outcomes Toolkit for Carers-Carer, CarerQol, and EQ-5D-5L. Psychometric properties were assessed using response distributions, floor/ceiling effects, Spearman's correlation for convergent validity, and effect sizes (ES) for known-group validity based on caregiving situations and intensity.

RESULTS

The average age of caregivers was 49.2 (SD = 15.4), with 57.5% being female. More than half (54.4%) reported high caregiving intensity, and 68.3% lived with the care recipient. The EQ-HWB-S index showed a strong positive correlation with the EQ-5D-5L (rs = 0.72), Adult Social Care Outcomes Toolkit for Carers (rs = 0.54), and CarerQol (rs = 0.54) indices. Notably, the EQ-HWB-S index showed the largest ES among measures in differentiating caregiving scenarios with a large ES for caregiver's general health (d = 1.00) and small ES for caregiving intensity (d = 0.39).

CONCLUSIONS

Results support construct validity of EQ-HWB and EQ-HWB-S as measures for assessing health and well-being of adult informal caregivers in comparison with other validated instruments. Differing levels of known-group validity across anchors emphasize the importance of selecting appropriate measures for caregivers, depending on research question and/or intervention aims.

Budget impact of introducing subcutaneous vedolizumab as a maintenance therapy in biologic-naïve and biologic-experienced patients with ulcerative colitis in France

BACKGROUND

Inflammatory bowel disease poses significant social and economic burdens. We assessed the budget impact of including the recently approved subcutaneous (SC) formulation of vedolizumab as maintenance therapy (MT) in patients with ulcerative colitis (UC) in France.

METHODS

A decision-analytic model was developed from a French payer's perspective over 5 years to assess budget impact of including vedolizumab SC as MT for UC following induction therapy with vedolizumab intravenous (IV), by subtracting outcomes of a 'world without vedolizumab SC' from a 'world with vedolizumab SC.' Comparators included approved therapies: infliximab (branded/biosimilar), adalimumab (branded/biosimilar), golimumab, ustekinumab, and vedolizumab IV. The model predicts drug, medical, and total costs, including indirect costs in a scenario analysis. A one-way sensitivity analysis explored the impact of varying individual parameters.

RESULTS

Including vedolizumab SC as MT following vedolizumab IV induction yielded total cost savings of €59,176,842 (biologic-naïve) and €22,004,135 (biologic-experienced) versus a world without vedolizumab SC. Including indirect costs yielded cost savings in biologic-naïve (€62,600,716) and biologic-experienced (€24,314,915) populations in a world with vedolizumab SC.

CONCLUSIONS

Introducing vedolizumab SC as MT after IV induction is expected to have substantial cost savings to a health plan from a French payer's perspective versus a world without vedolizumab SC.

Major Cardiovascular Events in Patients with Gout and Associated Cardiovascular Disease or Heart Failure and Chronic Kidney Disease Initiating a Xanthine Oxidase Inhibitor

BACKGROUND

Several observational studies and meta-analyses have suggested that treating hyperuricemia in patients with gout and moderate or severe chronic kidney disease (CKD) may improve renal and cardiovascular (CV) outcomes.

OBJECTIVE

To evaluate the impact of initiating allopurinol or febuxostat treatment on major CV events in patients with gout, preexisting CV disease (CVD) or heart failure (HF), and stage 3 or 4 CKD in a real-world setting.

METHODS

Patients with gout (aged >18 years) who initiated allopurinol or febuxostat treatment between 2009 and 2013 after a diagnosis of stage 3 or 4 CKD and CVD-including coronary artery disease (CAD), cerebrovascular disease, and peripheral vascular disease (PVD)-or HF were selected from the MarketScan databases. The major CV events included CAD-specific, cerebrovascular disease-specific, and PVD-specific events. Cox proportional hazards modeling identified the predictors of major CV events in aggregate, and of CAD, cerebrovascular disease, and PVD events, individually.

RESULTS

During follow-up, 2426 patients (370 receiving febuxostat and 2056 receiving allopurinol; 63% male; mean age, 73 years) had 162 major CV events (3.8% in those receiving febuxostat vs 7.2% in those receiving allopurinol; P = .015). The rates of major CV events per 1000 person-years were 51.8 (95% confidence interval [CI], 28-87) in patients initiating febuxostat and 99.3 (95% CI, 84-117) among those initiating allopurinol. Overall, 49.4% of patients had a CAD event, 32.5% had a PVD event, and 23.5% had a cerebrovascular disease-specific event. Febuxostat initiation was associated with a significantly lower risk for a major CV event versus patients who initiated allopurinol (hazard ratio, 0.52; P = .02), driven in large part by lower PVD-specific events (P = .026).

CONCLUSION

Patients with moderate-to-severe CKD and CVD or HF who initiated febuxostat treatment had a significantly lower rate of major CV events than patients who initiated allopurinol.

Cost Comparison of Urate-Lowering Therapies in Patients with Gout and Moderate-to-Severe Chronic Kidney Disease

BACKGROUND

Patients with chronic kidney disease (CKD) are at increased risk for developing gout and having refractory disease. Gout flare prevention relies heavily on urate-lowering therapies such as allopurinol and febuxostat, but clinical decision making in patients with moderate-to-severe CKD is complicated by significant comorbidity and the scarcity of real-world cost-effectiveness studies.

OBJECTIVE

To compare total and disease-specific health care expenditures by line of therapy in allopurinol and febuxostat initiators after diagnosis with gout and moderate-to-severe CKD.

METHODS

A retrospective observational cohort study was conducted to compare mean monthly health care cost (in 2012 U.S. dollars) among gout patients with CKD (stage 3 or 4) who initiated allopurinol or febuxostat. The primary outcome was total mean monthly health care expenditures, and the secondary outcome was disease-specific (gout, diabetes, renal, and cardiovascular disease [CVD]) expenditures. Gout patients (ICD-9-CM 274.xx) aged ≥ 18 years with concurrent CKD (stage 3 or 4) were selected from the MarketScan databases (January 2009-June 2012) upon allopurinol or febuxostat initiation. Patients were followed until disenrollment, discontinuation of the qualifying study agent, or use of the alternate study agent. Patients initiating allopurinol were subsequently propensity score-matched (1:1) to patients initiating febuxostat. Five generalized linear models (GLMs) were developed, each controlling for propensity score, to identify the incremental costs (vs. allopurinol) associated with febuxostat initiation in first-line (without prior allopurinol exposure) and second-line (with prior allopurinol exposure) settings.

RESULTS

Propensity score matching yielded 2 cohorts, each with 1,486 patients (64.6% male, mean [SD] age 67.4 [12.8] years). Post-match, 74.6% of patients had stage 3 CKD; 82.9% had CVD; and 42.1% had diabetes. The post-match sample was well balanced on numerous comorbidities and medication exposures with the following exception: 50.0% of febuxostat initiators were treated in the second-line setting; that is, they had baseline exposure to allopurinol, whereas only 4.2% of allopurinol initiators had baseline exposure to febuxostat. Unadjusted mean monthly cost was $1,490 allopurinol and $1,525 febuxostat (P = 0.809). GLM results suggest that first-line febuxostat users incurred significantly (P = 0.009) lower cost than allopurinol users ($1,299 vs. $1,487), whereas second-line febuxostat initiators incurred significantly (P = 0.001) higher cost ($1,751 vs. $1,487). Febuxostat initiators in both settings had significantly (P < 0.001) higher gout-specific cost, due to higher febuxostat acquisition cost. Increased gout-specific cost in the first-line febuxostat cohort was offset by significantly (P < 0.001) lower CVD ($288 vs. $459) and renal-related cost ($86 vs. $216). There were no significant differences in either renal or CVD costs (adjusted) between allopurinol initiators treated almost exclusively in the first-line setting and second-line febuxostat patients.

CONCLUSIONS

Gout patients with concurrent CKD, initiating treatment with febuxostat in a first-line setting, incurred significantly less total cost than patients initiating allopurinol during the first exposure to each agent. Conversely, patients treated with second-line febuxostat following allopurinol incurred significantly higher total cost than patients initiating allopurinol. There was no significant difference in total cost between the agents across line of therapy. Although study findings suggest the potential for CVD and renal-related savings to offset febuxostat's higher acquisition cost in gout patients with moderate-to-severe CKD, this is the first such retrospective evaluation. Future research is warranted to both demonstrate the durability of study findings and to better elucidate the mechanism by which associated cost offsets occur.

DISCLOSURES

No outside funding supported this study. Turpin is an employee of Takeda Pharmaceuticals U.S.A. Mitri and Wittbrodt were employees of Takeda Pharmaceuticals U.S.A. at the time of this study. Tidwell and Schulman are employees of Outcomes Research Solutions, consultants to Takeda Pharmaceuticals U.S.A. All authors contributed to the design of the study and to the writing and review of the manuscript. All authors read and approved the final manuscript. Tidwell and Schulman collected the data, and all authors participated in data interpretation.

Increasing Compliance to Medical Treatment Regimens

Research articles evaluating the effectiveness of programs to increase compliance with medical treatment regimens were quantitatively integrated to assess the impact of these programs on the behavior ofpatients. A total of58 studies involving two or more groups with 133 measures of compliance were identified and analyzed. The mean effect size was .47, indicating that the typicalprogram participant complied better than 68% of the members of the control groups. The advantage of the program groups dropped as the amount of lifestyle changes required by the treatment regimen increased. Overall, the most successful interventions involved improving the facility providing care and helping patients to incorporate the treatment regimen into their daily routine. It is suggested that publishedevaluationsofcomplianceprograms would be more useful and more likely to contribute to an accumulation of knowledge if more careful descriptions of the interventions, including costs estimates, were included in reports of the program evaluations.

A retrospective, observational study of patient outcomes for critically ill patients receiving parenteral nutrition

OBJECTIVE

To evaluate health care-related utilization for critically ill patients receiving parenteral nutrition (PN) administered via a premixed multichamber bag (MCB) or compounded solutions (COM).

DESIGN

A retrospective database analysis of critically ill patients (intensive care unit stay ≥ 3 days) receiving PN and discharged between January 1, 2010, and June 30, 2011, using the Premier Hospital Database. Patients were identified as receiving MCB or COM on the basis of product description codes. Primary outcomes were length of stay (LOS) and total costs. Comorbidities and clinical outcomes were identified using International Classificaion of Diseases, Ninth Revision diagnosis codes. All costs reported were for inpatient services only. Patients receiving MCB and COM were matched on key patient and hospital characteristics using a propensity score methodology. Multivariate regression models for cost and LOS used generalized linear models with a log link and gamma distribution.

RESULTS

A total of 42,631 patients met the inclusion criteria (MCB = 5,679; COM = 36,952), and the final matched population included 3,559 patients from each cohort. Baseline patient and hospital characteristics were well matched between groups. Adjusted multivariate models demonstrated a small difference between groups for LOS (MCB = 9.40 days vs. COM = 9.65 days; P = 0.014). In addition, patients receiving MCB incurred approximately 9.1% less in total costs (MCB = $37,790 vs. COM = $41,569; P < 0.001).

CONCLUSIONS

Overall, patients receiving MCB and COM experienced similar LOS, though patients receiving MCB had significantly lower overall costs. Interpretation of the study findings is subject to several limitations, and additional studies that include explicit identification of the method for compounding are needed.

Nutrition therapy cost analysis in the US: pre-mixed multi-chamber bag vs compounded parenteral nutrition

BACKGROUND

Bloodstream infections (BSI) occur in up to 350 000 inpatient admissions each year in the US, with BSI rates among patients receiving parenteral nutrition (PN) varying from 1.3% to 39%. BSI-attributable costs were estimated to approximate $US12 000 per episode in 2000. While previous studies have compared the cost of different PN preparation methods, this analysis evaluates both the direct costs of PN and the treatment costs for BSI associated with different PN delivery methods to determine whether compounded or manufactured pre-mixed PN has lower overall costs.

OBJECTIVE

The purpose of this study was to compare costs in the US associated with compounded PN versus pre-mixed multi-chamber bag (MCB) PN based on underlying infection risk.

METHODS

Using claims information from the Premier Perspective™ database, multivariate logistic regression was used to estimate the risk of infection. A total of 44 358 hospitalized patients aged ≥18 years who received PN between 1 January 2005 and 31 December 2007 were included in the analyses. A total of 3256 patients received MCB PN and 41 102 received compounded PN. The PN-associated costs and length of stay were analysed using multivariate ordinary least squares regression models constructed to measure the impact of infectious events on total hospital costs after controlling for baseline and clinical patient characteristics.

RESULTS

There were 7.3 additional hospital days attributable to BSI. After adjustment for baseline variables, the probability of developing a BSI was 30% higher in patients receiving compounded PN than in those receiving MCB PN (16.1% vs 11.3%; odds ratio = 1.56; 95% CI 1.37, 1.79; p < 0.0001), demonstrating 2172 potentially avoidable infections. The observed daily mean PN acquisition cost for patients receiving MCB PN was $US164 (including all additives and fees) compared with $US239 for patients receiving compounded PN (all differences p < 0.001). With a mean cost attributable to BSI of $US16 141, the total per-patient savings (including avoided BSI and PN costs) was $US1545.

CONCLUSION

In this analysis of real-world PN use, MCB PN is associated with lower costs than compounded PN with regards to both PN acquisition and potential avoidance of BSI. Our base case indicates that $US1545 per PN patient may be saved; even if as few as 50% of PN patients are candidates for standardized pre-mix formulations, a potential savings of $US773 per patient may be realized.

Methods to identify and compare parenteral nutrition administered from hospital-compounded and premixed multichamber bags in a retrospective hospital claims database

PURPOSE

Use of parenteral nutrition (PN) is indicated for patients who are unable to meet their needs enterally. PN may be administered via custom-compounded mix or commercially available ready-to-use multichamber bags (MCB), but little is known about potential differences in clinical outcomes between these delivery systems. This study was undertaken to assess the feasibility of comparing custom-compounded and MCB PN in a large hospital claims database.

METHODS

Hospital claims data from the Premier Perspective Comparative Hospital Database (PCD) reported from 2005 through 2007 were analyzed. The authors searched the data for patients who received any PN products, including compounded PN and MCB PN. Coding algorithms for identifying patient characteristics, risk factors, and outcomes of interest were explored.

RESULTS

Using hospital billing claims, the authors identified patients in the database treated with premixed PN from multichamber bags ("MCB only," n = 4699) and patients treated with custom-compounded PN solution ("compounded PN," n = 64,315). Methods of identifying PN administration groups, patient characteristics and risk factors, outcomes of interest, and data limitations are described.

CONCLUSIONS

Exploratory analysis suggests that comparisons of PN administered via compounding and MCB are possible using the Premier data. The ability to control for many identifiable risk factors allows data to be presented for the use of PN and related outcomes in both a clinically sensible and relevant manner, albeit with some limitations.

Variation in antibiotic treatment for diabetic patients with serious foot infections: a retrospective observational study

Background

Diabetic foot infections are common, serious, and diverse. There is uncertainty about optimal antibiotic treatment, and probably substantial variation in practice. Our aim was to document whether this is the case: A finding that would raise questions about the comparative cost-effectiveness of different regimens and also open the possibility of examining costs and outcomes to determine which should be preferred.

Methods

We used the Veterans Health Administration (VA) Diabetes Epidemiology Cohorts (DEpiC) database to conduct a retrospective observational study of hospitalized patients with diabetic foot infections. DEpiC contains computerized VA and Medicare patient-level data for VA patients with diabetes since 1998, including demographics, ICD-9-CM diagnostic codes, antibiotics prescribed, and VA facility. We identified all patients with ICD-9-CM codes for cellulitis/abscess of the foot and then sub-grouped them according to whether they had cellulitis/abscess plus codes for gangrene, osteomyelitis, skin ulcer, or none of these. For each facility, we determined: 1) The proportion of patients treated with an antibiotic and the initial route of administration; 2) The first antibiotic regimen prescribed for each patient, defined as treatment with the same antibiotic, or combination of antibiotics, for at least 5 continuous days; and 3) The antibacterial spectrum of the first regimen.

Results

We identified 3,792 patients with cellulitis/abscess of the foot either alone (16.4%), or with ulcer (32.6%), osteomyelitis (19.0%) or gangrene (32.0%). Antibiotics were prescribed for 98.9%. At least 5 continuous days of treatment with an unchanged regimen of one or more antibiotics was prescribed for 59.3%. The means and (ranges) across facilities of the three most common regimens were: 16.4%, (22.8%); 15.7%, (36.1%); and 10.8%, (50.5%). The range of variation across facilities proved substantially greater than that across the different categories of foot infection. We found similar variation in the spectrum of the antibiotic regimen.

Conclusions

The large variations in regimen appear to reflect differences in facility practice styles rather than case mix. It is unlikely that all regimens are equally cost-effective. Our methods make possible evaluation of many regimens across many facilities, and can be applied in further studies to determine which antibiotic regimens should be preferred.

Impact of surgical site infections on length of stay and costs in selected colorectal procedures

BACKGROUND

Length of stay (LOS) and inpatient costs for open-abdomen colorectal procedures have not been examined recently. The aim of this study was to determine LOS and costs for several colorectal procedures in the context of factors potentially associated with surgical site infection (SSI).

METHODS

We used a large U.S. hospital database to identify the variables associated with longer LOS and higher costs for colorectal procedures from January 1, 2005, through June 30, 2006. The study population consisted of all patients >18 years, identified via International Classification of Disease, Ninth Revision, procedural codes for elective colorectal surgery. Patient demographics, surgical procedure, and a modified Study of the Efficacy of Nosocomial Infection Control (SENIC) infection risk score were examined using logistic regression as predictors of LOS >or=1 week and cost >or=$15,000. Patients given cefotetan as surgical prophylaxis were compared with patients given cefazolin/metronidazole. Superficial and deep SSIs were considered; intra-abdominal infection was not.

RESULTS

The 25,825 patients were of average age 63 years, with 53% being female and 75% being Caucasian. The overall infection rate was 3.7%. The mean LOS was 7.25 days, and the mean +/- standard deviation total cost per patient $13,746 +/- $13,330. Rates of infection, LOS, and mean hospital costs were all greater for patients with a high SENIC score and increasing disease acuity. Values for these outcome variables were highest for procedures involving stoma formation, followed by operations on the small bowel and large bowel. Variables independently predictive of longer LOS were SSI (odds ratio [OR] 11.74; 95% confidence interval [CI] 9.67, 14.26), age >or=65 years (OR 1.90; 95% CI 1.81, 2.01), and high SENIC score (OR 1.79; 95% CI 1.67, 1.92), whereas Caucasian race (OR 0.86; 95% CI 0.81, 0.91) was predictive of a shorter LOS. Cefazolin/metronidazole was not predictive of a shorter LOS compared with cefotetan (OR 1.06; 95% CI 0.96, 1.17) but was associated with significantly more hospitalizations with costs >or=$15,000 (OR 1.39; 95% CI 1.23, 1.56).

CONCLUSIONS

Length of stay and cost rise proportionally with SENIC score, disease acuity, and patient characteristics such as age. Surgical site infections are significantly and independently associated with LOS and cost and contribute to inpatient morbidity and expense. Cefotetan has limited availability, and substitutions are utilized increasingly. Although equally efficacious in elective colon procedures, cefotetan used as surgical prophylaxis was associated with lower hospitalization costs than cefazolin plus metronidazole.

Burden of illness associated with lower urinary tract symptoms including overactive bladder/urinary incontinence

OBJECTIVES

To determine the effect of lower urinary tract symptoms, including overactive bladder/urinary incontinence, on health outcomes.

METHODS

Data were obtained from the 2006 U.S. National Health and Wellness Survey. Cases (those who reported experiencing a sudden overwhelming urge to urinate, a frequent urge to urinate, or urinating >8 times/d) were matched 1:1 with controls (those not experiencing any symptoms) by age, race, sex, educational attainment, and comorbidity status. The outcome measures assessed included health resource use, work productivity loss/activity impairment, and health-related quality of life.

RESULTS

Of the 62,833 respondents to the 2006 U.S. National Health and Wellness Survey, 13,957 case-control pairs were matched. The presence of lower urinary tract symptoms, including OAB/UI symptoms, was significantly associated with increased resource use (emergency room visits, odds ratio -1.57, 95% confidence interval -1.47-1.68; hospitalizations, odds ratio -1.56, 95% confidence interval 1.43-1.69; medical provider visits, odds ratio -1.52, 95% confidence interval 1.41-1.63), 8.03% greater overall work productivity loss (P < .001), 12.88% greater activity impairment (P < .001), and decreased health- related quality of life (mental scores, 4.07 points lower [P < .001]; physical scores, 4.14 points lower [P < .001]).

CONCLUSIONS

The burden of illness associated with lower urinary tract conditions, including OAB/UI, extend beyond the diagnosed population. The appropriate diagnosis and treatment of symptoms could lead to better clinical, economic, and humanistic outcomes.

Comparative costs of ertapenem and cefotetan as prophylaxis for elective colorectal surgery

BACKGROUND AND PURPOSE

The costs of treating surgical site infections can be considerable. There is a cost associated with the prophylactic use of antibiotics; however, the use of prophylactic agents may reduce infection rates and lengths of stay, thus offsetting the overall treatment cost and potentially generating cost savings to hospitals. This project was intended to determine the potential cost impact of using ertapenem 1 g vs. cefotetan 2 g as prophylaxis for elective colorectal surgery.

METHODS

Cost analysis using efficacy data from the PREVENT clinical trial and drug acquisition and total hospital costs in 2005 dollars from Premier's Perspective Comparative Database in patients > or = 18 year of age, evaluable at four weeks after elective surgery of the colon or rectum and prophylactic treatment with ertapenem (n = 338) or cefotetan (n = 334). The primary outcome measures were the rate of prophylactic drug failure and the difference between the ertapenem and cefotetan groups in costs related to and total hospital stay. Prophylactic failure was defined as a surgical site infection, unexplained antibiotic use, or anastomotic leak.

RESULTS

Prophylactic failure occurred in 28.1% of the patients receiving ertapenem and 42.8% of those receiving cefotetan (p < 0.05). The most common prophylactic failure was surgical site infection: 18.3% for ertapenem, 31.1% for cefotetan, difference (95% confidence interval) -13.0% (-19.5, -6.5%) (p < 0.05). The mean +/- standard deviation length of stay for all patients, including prophylactic successes and failures, was 7.6 +/- 6.6 days for ertapenem and 8.7 +/- 9.5 days for cefotetan. The mean per-patient cost of prophylactic drugs and hospital room and board was $15,245 with ertapenem and $17,428 cefotetan, a net difference of -$2,181.

CONCLUSIONS

Ertapenem used in prophylaxis for elective colorectal operations results in a lower rate of surgical site infection and a shorter average length of stay than cefotetan. The calculated net difference in prophylactic antibiotic drug and hospital costs represents a saving of $2,181 per patient with ertapenem relative to cefotetan.

Cost analysis of five antimicrobial regimens for the treatment of intra-abdominal infection

BACKGROUND

Cost of treatment is an important consideration in antimicrobial agent selection for intra-abdominal infection. We analyzed the relation between the total cost of inpatient stay and the initial selection of antimicrobial agent.

METHODS

Actual costs of inpatient care were calculated for 1,234 patients treated at 22 hospitals with one of five antimicrobial regimens: Ampicillin/sulbactam (n = 428), ertapenem (n = 143), ceftriaxone (n = 101), levofloxacin (n = 245), or piperacillin/tazobactam (n = 317) for intra-abdominal infections. Length of stay (LOS), demographic data, diagnosis, disease severity index, intensive care unit (ICU) stay, and total and specific costs were obtained from a large hospital-based, service level, comparative database for five types of infection (appendicitis, cholecystitis, diverticulitis, pancreatitis, and postoperative infection).

RESULTS

The LOS was shorter for appendicitis (3.8 days) and cholecystitis (4.6 days) than for diverticulitis (11.4 days), pancreatitis (8.1 days), or postoperative infection (8.4 days). Length of stay and total cost were most closely related to severity index (p < 0.01) and ICU days (p < 0.01). When patient and hospital characteristics and correlations within hospitals were accounted for in the model, piperacillin/tazobactam was associated with significantly higher cost than ertapenem, ampicillin/sulbactam, and levofloxacin.

CONCLUSIONS

In assessing pharmacoeconomic outcomes in the treatment of intra-abdominal infection, cost of treatment, although lower with certain antimicrobial agents, is dependent on severity-of-illness indicators.

Comparative costs of ertapenem and piperacillin–tazobactam in the treatment of diabetic foot infections

PURPOSE

To evaluate potential cost savings, trial data were used to determine the clinical outcomes for i.v. ertapenem given once daily and i.v. piperacillin-tazobactam given every six hours daily in treating diabetic foot infections.

METHODS

A cost-minimization analysis (CMA) was conducted on the drug-dosing data of the subset of patients enrolled in a recent double-blind randomized trial who were treated solely as inpatients and were clinically evaluable at fi nal assessment (n = 99). Cost per dose was calculated from (a) average hospital acquisition price per dose for ertapenem ($40.52) or piperacillin-tazobactam ($13.58), (b) average U.S. wages and benefits for labor, based on nine published time-and-motion studies of i.v. antibiotic preparation and administration ($3.10), and (c) consumable supplies, using a 40% discount off the manufacturer list price ($2.90). For each patient, the actual number of antibiotic doses given was multiplied by total cost per dose.

RESULTS

There were no significant differences between antibiotic groups with respect to patient demographics, percentage with a severe wound, and mean days of i.v. therapy. Compared with piperacillin-tazobactam, patients treated with ertapenem received significantly fewer mean doses (25.5 versus 7.5; p < 0.0001) and lower antibiotic-related costs ($502.76 versus $355.55, respectively; p < 0.001). The $147.21 difference between groups accounts for approximately 3% of total hospital Medicare reimbursements for these infections.

CONCLUSION

A CMA of treatment of diabetic foot infections showed that, compared with piperacillin-tazobactam given four times daily i.v., ertapenem given once daily i.v. was associated with lower drug acquisition and supply costs and less time and labor devoted to preparation and administration of i.v. therapy.

High- versus low-dose fluconazole therapy for empiric treatment of suspected invasive candidiasis among high-risk patients in the intensive care unit: a cost-effectiveness analysis

BACKGROUND

High-dose fluconazole is an alternative for patients with candidemia caused by Candida glabrata or other Candida species with decreased fluconazole susceptibility. However, empiric high-dose fluconazole is not currently recommended and may result in higher drug costs and toxicity.

OBJECTIVE

To determine the cost-effectiveness of using empiric high-dose fluconazole in intensive care unit (ICU) with suspected invasive candidiasis.

DESIGN

Decision analytic model.

TARGET POPULATION

ICU patients with suspected invasive candidiasis.

TIME HORIZON

Lifetime.

PERSPECTIVE

Societal.

INTERVENTIONS

Low-dose fluconazole (loading dose of 800 mg followed by 400 mg daily) vs. high-dose fluconazole (loading dose of 1600 mg followed by 800 mg daily). Generic fluconazole costs were used for the analysis.

OUTCOME MEASURES

Incremental life expectancy and incremental cost per discounted life year (DLY) saved. RESULT OF BASE-CASE ANALYSIS: Based on current national levels of fluconazole resistance and ability to correctly identify patients with candidemia, high-dose fluconazole was the more effective but more expensive treatment strategy. Empiric high-dose fluconazole therapy decreased the mortality rate by 0.15% compared to low-dose strategy with a cost-effectiveness rate of $55,526 per DLY saved.

RESULTS OF SENSITIVITY ANALYSIS

Empirical high-dose fluconazole was an acceptable treatment strategy (using $100,000 per DLY saved as threshold) unless the physical age of an ICU survivor was 66 years or older. Empirical high-dose fluconazole was an acceptable treatment strategy using $50,000 per DLY saved with minor changes in parameters estimates.

LIMITATIONS

The estimates of our model may not be applicable to all ICU patients. Other hospitals with differences in fluconazole resistance, prevalence of invasive candidiasis, or duration of fluconazole therapy may produce different results.

CONCLUSION

These results suggest that empiric high-dose fluconazole therapy should reduce the mortality associated with invasive candidiasis at an acceptable cost.

Economic analysis of inadequate fluconazole therapy in non-neutropenic patients with candidaemia: a multi-institutional study

Mortality significantly increases in patients with candidaemia who receive inappropriate fluconazole therapy. The goals of this study were to compare hospital length of stay and costs for non-neutropenic patients with candidaemia treated with fluconazole based on the empirical dose and time until initiation of therapy. A retrospective cohort study was conducted of patients with candidaemia who were prescribed fluconazole at the onset of candidaemia or later. Hospital-related costs were compared based on time to initiation of fluconazole therapy and empirical fluconazole dose. A total of 192 non-neutropenic patients (55% male; mean age+/-standard deviation, 56+/-17 years) were identified. Isolated Candida species included C. albicans (59%), C. glabrata (15%), C. parapsilosis (11%), C. tropicalis (6%), C. krusei (3%) or other Candida spp. (6%). Time to initiation of fluconazole was Day 0 (35.4%), Day 1 (14.1%), Day 2 (26.6%) or Day >or=3 (23.9%). Thirty-two patients (17%) received a dose of fluconazole >or=6 mg/kg on Day 0. Total costs were lowest for patients started on fluconazole on the culture day with adequate doses ($35,459+/-25,988) compared with all other patients ($52,158+/-53,492) (P=0.0088). After controlling for covariates, each 1-day delay in fluconazole therapy was associated with increased total hospital costs of $6392+/-3000 (P=0.0344), and an adequate fluconazole dose was associated with decreased total hospital costs of $18,744+/-7173 (P=0.0097). A delay or an inadequate dose or fluconazole in patients with candidaemia was associated with increased hospital costs. Improved methods to diagnose patients with candidaemia quickly are needed.

Inadequacy of fluconazole dosing in patients with candidemia based on Infectious Diseases Society of America (IDSA) guidelines

INTRODUCTION

Based on Infectious Diseases Society of America (IDSA) guidelines, inappropriate fluconazole therapy in patients with candidemia is defined as an empiric dose <6 mg/kg/d, <12 mg/kg/d after Candida glabrata identification, or continued fluconazole use after identification of Candida krusei. However, the extent to which inappropriate antifungal therapy is due to improper dosing or drug selection has not been well investigated. The objectives of this study were to assess the incidence of inappropriate fluconazole therapy in patients with candidemia and to identify variables associated with inappropriate therapy.

METHODS

Retrospective cohort study from four medical centers of hospitalized patients with candidemia prescribed fluconazole. Appropriateness of fluconazole dosages (adjusted for renal dysfunction) was assessed at the time of symptom onset and after Candida identification.

RESULTS

Patients (206) were identified. Sixty-one of 112 (55%) patients who were given empiric therapy received an initial dose of fluconazole <6 mg/kg. After identification of the Candida species, 97 of 206 (47%) patients received inadequate fluconazole therapy based on IDSA guideline recommendations due to a fluconazole dose <12 mg/kg after isolation of C. glabrata (12%), continued use of fluconazole after isolation of C. krusei (3%), or a dose <6 mg/kg for all other Candida species (32%). Using multivariate logistic regression, increased weight in 1-kg increments (OR: 1.02; p = 0.0142) and a creatinine clearance (CRCL) >50 ml/minute (OR: 3.17; p = 0.0003) were associated with increased risk of inadequate fluconazole therapy.

CONCLUSION

A high prevalence of suboptimal dosing of fluconazole given empirically or after Candida species identification was documented. Increased weight and CRCL were significant predictors of inadequate fluconazole doses.

Association of fluconazole area under the concentration-time curve/MIC and dose/MIC ratios with mortality in nonneutropenic patients with candidemia

The present study tested in vitro susceptibility of Candida bloodstream isolates to fluconazole to determine if the ratio of the fluconazole area under the concentration-time curve (AUC) or weight-normalized daily dose (dose(wn)) to MIC correlated with mortality. Fluconazole susceptibility and outcome data were determined for 77 patients with a positive Candida blood culture between 2002 and 2005. The most commonly isolated Candida species were C. albicans (64%), C. glabrata (14%), C. parapsilosis (8%), C. tropicalis (6%), and C. lusitaniae (4%). Only two isolates were classified as fluconazole resistant by the CLSI M27-A2 method. Fluconazole MICs were highest against C. glabrata relative to other Candida species. Overall the crude mortality assessed at hospital discharge was 19.4% (n = 15). Mortality rates by species were as follows: C. albicans, 16.3%; C. glabrata, 36.4%; C. parapsilosis, 0%; C. tropicalis, 0%; C. lusitaniae, 33.3%. A mortality rate of 50% was noted among patients infected with nonsusceptible isolates (MIC > or = 16 microg/ml) compared to 18% for patients infected with susceptible (MIC < or = 8 microg/ml) isolates (P = 0.17). The fluconazole dose(wn)/MIC (24-h) values were significantly higher for the 62 survivors (13.3 +/- 10.5 [mean +/- standard deviation]) compared to the 15 nonsurvivors (7.0 +/- 8.0) (P = 0.03). The fluconazole AUC/MIC (24 h) values also trended higher for survivors (775 +/- 739) compared to nonsurvivors (589 +/- 715) (P = 0.09). These data support the dose-dependent properties of fluconazole. Underdosing fluconazole against less-susceptible Candida isolates has the potential to increase the risk of mortality associated with candidemia.

Adherence to infectious diseases society of America guidelines for empiric therapy for patients with community-acquired pneumonia in a commercially insured cohort

BACKGROUND

There is little published research addressing how the 2003 Infectious Diseases Society of America (IDSA) guidelines for empiric therapy of community-acquired pneumonia (CAP) are implemented in clinical practice.

OBJECTIVE

This study was designed to describe antibiotic treatment patterns among patients with CAP treated in ambulatory settings in light of the IDSA guidelines.

METHODS

Health insurance claims data from a large managed care organization with -30 million enrollees located in geographically diverse regions of the United States were analyzed. Patients > or =18 years of age with CAP who received a prescription for any antibiotic in an ambulatory setting during 2004 were identified via International Classification of Diseases, Ninth Revision, Clinical Modification codes for diagnosis (481-486). Recent antibiotic use was defined as receipt of any antibiotics <90 days before the date of diagnosis. Antibiotics were identified through National Drug Codes and from outpatient medical claims data with the use of J codes. Individuals were classified, per IDSA guidelines, as previously healthy without recent antibiotic use (group 1); previously healthy with recent antibiotic use (group 2); with comorbidities and without recent antibiotic use (group 3); and with comorbidities and recent antibiotic use (group 4). The guideline adherence was calculated using the number of patients receiving recommended treatment divided by the total number of patients in each group.

RESULTS

Of 34,342 patients identified, 76.5% had no reported comorbidities. Among group-1 patients, 52.0% received the recommended empiric therapy (macrolide or doxycycline). In group-2 patients, 42.5% received the recommended therapy (respiratory quinolone alone or advanced-generation macrolide plus amoxicillin or amoxicillin-clavulanate). A high rate of compliance with recommended empiric therapy (advanced-generation macrolides or respiratory quinolones) was observed in group-3 patients (81.5%). In group-4 patients, 43.4% received the recommended therapy (respiratory quinolone or advanced-generation macrolide plus ss-lactam). Patients whose therapy was adherent with the guidelines had fewer respiratory-infection-related hospital admissions within 30 days after initiation of antibiotic treatment (overall, relative risk = 0.81 [95% CI, 0.71-0.94]).

CONCLUSION

Although these data reflect a period shortly after the 2003 IDSA guidelines were published, they suggest that there is room for improvement with regard to choice of empiric antibiotic therapy among these patients with CAP treated in ambulatory settings.

Diabetes Disease Management in Medicaid Managed Care: A Program Evaluation

The objective of this study was to evaluate the outcomes of a diabetes disease management initiative among TennCare's Medicaid Population. A quasi-experimental group design was conducted using a control group and a diabetes disease management intervention group. Primary outcomes measures were rates for three key recommended tests (ie, microalbuminuria, lipids, and hemoglobin A1c). Secondary performance measures --patient satisfaction and program evaluation issues -- also were assessed. The study was performed among TennCare beneficiaries with diabetes mellitus. It utilized a quasi-experimental nonequivalent control group design, with 993 intervention participants in Knoxville and 1167 control group members in Chattanooga. Variables analyzed included testing rates for hemoglobin A1c, lipids, microalbuminuria, and demographics. A logistic regression model using baseline covariates was constructed to analyze the differences between the intervention and the control groups. Intracluster correlations were accounted for by generalized estimating equations. Statistical process control detected process changes in testing rates over time. There were meaningful changes in the rate of ordering recommended tests. The odds of an individual in the intervention group having at least one microalbuminuria test were 196% more (confidence interval [CI] = 1.50, 5.82; p = 0.002); the odds of having at least one lipid profile were 43% more (CI = 1.01, 2.02; p = 0.042); and the odds of having two or more hemoglobin A1c tests were 39% more (CI = 0.87, 2.23; p = 0.165) than the odds of an individual in the control group. The analysis also showed a high rate of satisfaction among patients in the intervention group. The program was successful in meeting its stated goals of providing effective disease management for TennCare patients with diabetes.

Time to initiation of fluconazole therapy impacts mortality in patients with candidemia: a multi-institutional study

BACKGROUND

Inadequate antimicrobial treatment is an independent determinant of hospital mortality, and fungal bloodstream infections are among the types of infection with the highest rates of inappropriate initial treatment. Because of significant potential for reducing high mortality rates, we sought to assess the impact of delayed treatment across multiple study sites. The goals our analyses were to establish the frequency and duration of delayed antifungal treatment and to evaluate the relationship between treatment delay and mortality.

METHODS

We conducted a retrospective cohort study of patients with candidemia from 4 medical centers who were prescribed fluconazole. Time to initiation of fluconazole therapy was calculated by subtracting the date on which fluconazole therapy was initiated from the culture date of the first blood sample positive for yeast.

RESULTS

A total of 230 patients (51% male; mean age +/- standard deviation, 56 +/- 17 years) were identified; 192 of these had not been given prior treatment with fluconazole. Patients most commonly had nonsurgical hospital admission (162 patients [70%]) with a central line catheter (193 [84%]), diabetes (68 [30%]), or cancer (54 [24%]). Candida species causing infection included Candida albicans (129 patients [56%]), Candida glabrata (38 [16%]), Candida parapsilosis (25 [11%]), or Candida tropicalis (15 [7%]). The number of days to the initiation of antifungal treatment was 0 (92 patients [40%]), 1 (38 [17%]), 2 (33 [14%]) or > or = 3 (29 [12%]). Mortality rates were lowest for patients who began therapy on day 0 (14 patients [15%]) followed by patients who began on day 1 (9 [24%]), day 2 (12 [37%]), or day > or = 3 (12 [41%]) (P = .0009 for trend). Multivariate logistic regression was used to calculate independent predictors of mortality, which include increased time until fluconazole initiation (odds ratio, 1.42; P < .05) and Acute Physiology and Chronic Health Evaluation II score (1-point increments; odds ratio, 1.13; P < .05).

CONCLUSION

A delay in the initiation of fluconazole therapy in hospitalized patients with candidemia significantly impacted mortality. New methods to avoid delays in appropriate antifungal therapy, such as rapid diagnostic tests or identification of unique risk factors, are needed.

The assessment of chronic health conditions on work performance, absence, and total economic impact for employers

OBJECTIVE

The objective of this study was to determine the prevalence and estimate total costs for chronic health conditions in the U.S. workforce for the Dow Chemical Company (Dow).

METHODS

Using the Stanford Presenteeism Scale, information was collected from workers at five locations on work impairment and absenteeism based on self-reported "primary" chronic health conditions. Survey data were merged with employee demographics, medical and pharmaceutical claims, smoking status, biometric health risk factors, payroll records, and job type.

RESULTS

Almost 65% of respondents reported having one or more of the surveyed chronic conditions. The most common were allergies, arthritis/joint pain or stiffness, and back or neck disorders. The associated absenteeism by chronic condition ranged from 0.9 to 5.9 hours in a 4-week period, and on-the-job work impairment ranged from a 17.8% to 36.4% decrement in ability to function at work. The presence of a chronic condition was the most important determinant of the reported levels of work impairment and absence after adjusting for other factors (P < 0.000). The total cost of chronic conditions was estimated to be 10.7% of the total labor costs for Dow in the United States; 6.8% was attributable to work impairment alone.

CONCLUSION

For all chronic conditions studied, the cost associated with performance based work loss or "presenteeism" greatly exceeded the combined costs of absenteeism and medical treatment combined.

Does Initial Choice of Antimicrobial Therapy Affect Length of Stay for Patients with Complicated Intra-abdominal Infections?

Outcomes for complicated intra-abdominal infection are influenced by operation for source control, patient-related factors, and medical management, including antibiotic treatment. We analyzed length of stay (LOS) at 33 hospitals for 2,150 patients discharged between February 2002 and June 2003, who were >18 years, had intra-abdominal infection, and received one of 6 first-line antimicrobials. A regression tree analysis selected important variables, their interactions, and their order of significance in explaining LOS. A linear mixed model evaluated the difference in LOS between treatment groups. Adjusted LOS was calculated by the least squares means from the model and was used to assess treatment differences. Mean LOS analyzed by initial antimicrobial therapy and stratified by diagnosis showed LOS for ampicillin/sulbactam and ertapenem to be significantly shorter from levofloxacin, ceftriaxone, and piperacillin/tazobactam (all P < 0.05). Adjusting for all other factors, the variables associated with severity (e.g., diagnosis, ICU stay, and comorbidities) had the greatest impact on adjusted LOS (all P < 0.001). Our findings indicate ampicillin/sulbactam and ertapenem were associated with shorter hospital stays, which may be explained by unaccounted for underlying severity of infection and/or by surgeons stratifying antimicrobial selection according to severity of illness.

Does initial choice of antimicrobial therapy affect length of stay for patients with complicated intra-abdominal infections?

Outcomes for complicated intra-abdominal infection are influenced by operation for source control, patient-related factors, and medical management, including antibiotic treatment. We analyzed length of stay (LOS) at 33 hospitals for 2,150 patients discharged between February 2002 and June 2003, who were > 18 years, had intra-abdominal infection, and received one of 6 first-line antimicrobials. A regression tree analysis selected important variables, their interactions, and their order of significance in explaining LOS. A linear mixed model evaluated the difference in LOS between treatment groups. Adjusted LOS was calculated by the least squares means from the model and was used to assess treatment differences. Mean LOS analyzed by initial antimicrobial therapy and stratified by diagnosis showed LOS for ampicillin/sulbactam and ertapenem to be significantly shorter from levofloxacin, ceftriaxone, and piperacillin/tazobactam (all P < 0.05). Adjusting for all other factors, the variables associated with severity (e.g., diagnosis, ICU stay, and comorbidities) had the greatest impact on adjusted LOS (all P < 0.001). Our findings indicate ampicillin/sulbactam and ertapenem were associated with shorter hospital stays, which may be explained by unaccounted for underlying severity of infection and/or by surgeons stratifying antimicrobial selection according to severity of illness.

Reliability and Validity of the Stanford Presenteeism Scale

OBJECTIVE

This study reports the reliability and validity of the 13-item Stanford Presenteeism Scale (SPS). The SPS differs from similar scales by focusing on knowledge-based and production-based workers.

METHODS

Data were obtained from administrative and medical claims databases and from a survey that incorporated the SPS, SF-36, and the Work Limitations Questionnaire.

RESULTS

Sixty-three percent (7797) of employees responded. Cronbach's alpha (0.83) indicates adequate reliability. Factor analysis identified two underlying factors, "completing work" and "avoiding distraction." Knowledge-based workers load on "completing work" (alpha = 0.97), whereas production-based workers load on "avoiding distraction" (alpha = 0.98). There were significant and positive relationships between the SPS, SF-36, and Work Limitations Questionnaire.

CONCLUSIONS

The SPS demonstrates a high degree of reliability and validity and may be ideal for employers who seek a single scale to measure health-related productivity in a diverse employee population.

A randomized controlled open trial of population-based disease and case management in a Medicare Plus Choice health maintenance organization

INTRODUCTION

The object of this study was to examine the effect of population-based disease management and case management on resource use, self-reported health status, and member satisfaction with and retention in a Medicare Plus Choice health maintenance organization (HMO).

METHODS

Study design consisted of a prospective, randomized controlled open trial of 18 months' duration. Participants were 8504 Medicare beneficiaries aged 65 and older who had been continuously enrolled for at least 12 months in a network model Medicare Plus Choice HMO serving a contiguous nine-county metropolitan area. Members were care managed with an expert clinical information system and frequent telephone contact. Main outcomes included self-reported health status measured by the Medical Outcomes Study 36-Item Short-Form Health Survey (SF-36), resource use measured by admission rates and bed-days per thousand per year, member satisfaction, and costs measured by paid claims.

RESULTS

More favorable outcomes occurred in the intervention group for satisfaction with the health plan (P < .01) and the social function domain as measured by SF-36 (P = .04). There was no difference in member retention or mortality between groups. Use of skilled nursing home services was significantly lower in the intervention group than in the control (616 vs 747 days per thousand members per year, P = .02). This reduction, however, did not lead to lower mean total expenditures in the intervention group compared with the control (6828 dollars per member for 18 months vs 7001 dollars, P = .61).

CONCLUSION

Population-based disease management and case management led to improved self-reported satisfaction and social function but not to a global net decrease in resource use or improved member retention.

Consumer attitudes and factors related to prescription switching decisions in multitier copayment drug benefit plans

OBJECTIVES

To examine patient attitudes related to formulary medications and medication-related decision making in multitier copayment prescription drug plans.

STUDY DESIGN

A cross-sectional retrospective analysis.

METHODS

Data were collected via mail survey from a random sample of 25,008 members of a managed care organization. The selected members were enrolled in a variety of 2- and 3-tier copayment plans and were taking prescription medication to treat 1 or more of 5 chronic disease states.

RESULTS

Most respondents did not believe that formulary drugs were safer or more effective than nonformulary drugs, but 39.7% thought that formulary drugs were relatively less expensive. Most respondents appeared willing to consider switching from a nonformulary drug to a formulary drug with a lower copayment. The percent of respondents who reported they would be very unlikely or unlikely to switch was only 15.3% for a new prescription and 24.2% for a refill prescription. Medication efficacy and physician opinion were important factors in plan members' switching decisions. Cost was an important factor for some members, but older plan members were less likely to report that cost was important.

CONCLUSIONS

Multitier plan members generally believed that drugs are placed on the formulary for reasons of cost rather than safety or efficacy. Most plan members were receptive to switching from a nonformulary to a formulary medication, but financial incentives alone may not convince some plan members to make the switch.

Stanford presenteeism scale: health status and employee productivity

Workforce productivity has become a critical factor in the strength and sustainability of a company's overall business performance. Absenteeism affects productivity; however, even when employees are physically present at their jobs, they may experience decreased productivity and below-normal work quality--a concept known as decreased presenteeism. This article describes the creation and testing of a presenteeism scale evaluating the impact of health problems on individual performance and productivity. A total of 175 county health employees completed the 34-item Stanford Presenteeism Scale (SPS-34). Using these results, we identified six key items to describe presenteeism, resulting in the SPS-6. The SPS-6 has excellent psychometric characteristics, supporting the feasibility of its use in measuring health and productivity. Further validation of the SPS-6 on actual presenteeism (work loss data) or health status (health risk assessment or utilization data) is needed.

A method to risk-adjust rehabilitation outcomes using functional related groups

In our rapidly changing and increasingly expensive health care environment, payers, patients, and other consumers are beginning to demand that rehabilitation providers demonstrate their value through outcomes data. Although self-assessment is not new to rehabilitation, the instruments and databases at our disposal generally do not fully adjust for severity of disability, health status, or other factors that may affect outcomes. This paper demonstrates a technique using functional related groups (FRGs) to adjust inpatient length of stay and treatment efficiency to reflect relative risk. This paper describes the application of an analytic method and does not involve hypothesis testing. The method uses a simple hand calculator or spreadsheet software to risk-adjust outcomes using FRGs. Steps in the analysis consist of the following: (1) determining FRG categorization for each patient; (2) estimating the expected number of patients in each FRG, given total provider population; (3) comparing the expected with the actual number of patients in each FRG; (4) adjusting length of stay and length of stay efficiency to reflect these differences. The technique described in this paper can be used by any inpatient rehabilitation providers who collect Functional Independence MeasureSM (FIMSM) data and patient diagnostic and demographic data. It is easily updated on an ongoing basis. Without adjustments for risk, outcomes may mislead providers, payers, and other users of the information, and limited resources may be expended in tracking a problem that does not exist. Even small adjustments for severity may shift perceptions regarding provider efficiency and quality.

A model to assess the usefulness of performance indicators

This paper describes the Perception-Action-Impact (PAI) model used for testing the usefulness of health care organization performance indicators, and reports preliminary data in support of this model. Two hundred and ninety six hospitals contributed 500,000 obstetrical cases, and responded to surveys to assess various aspects of indicator usefulness. Domains of interest that were assessed include relevance of the measures, whether the measures identified opportunities for improvement, whether the health care organization took any action in response to the data, health care organizational structure for data use, and methods for dissemination of the indicator data. Findings from this study provide support for the PAI model. Consequently, perceptions regarding the indicators apparently have a significant impact on the usefulness of the data. When action was taken in response to the indicator data, a positive impact on patient care processes and outcomes was the typical result. Additional research is needed in the areas of data dissemination effectiveness, and the impact of attitude change on the use of performance measures.

Assessing health care delivery to male versus female veterans

The study reported was undertaken to explore allegations that women veterans have not received the quality of care in the Department of Veterans Affairs (VA) that is typical of that being received by their male counterparts. The study consisted of a chart review of male and female inpatients (n = 114) and telephone interviews with a subsample of these veterans (n = 55) treated at a large metropolitan VA hospital. Overall, chart documentation was poor, regardless of gender. On average, two-thirds of males and females receive regular gender-specific examinations, although the number is somewhat lower for females. Both women and men were quite satisfied with the care they received. Future studies should focus on the evaluation of workable solutions to providing equitable health care to women veterans that are already in operation.

The whole is greater than the sum of its parts: the anatomy of the Department of Veterans Affairs Medical District 17 Health Services Research and Development Field Program

The Medical District 17 Health Services Research and Development (HSR&D) Field Program was funded by the Veterans Administration (now the Department of Veterans Affairs--VA) in January 1983. This article describes the organization, progress, and accomplishments of this field program, and it provides a review of the breadth of health services research that is being conducted in Medical District 17. Overall, the field program has conducted research that addresses significant problems in the delivery of health care within the VA system. Resource utilization, cost effectiveness, and the care of geriatric patients have been some of the areas in which the Medical District 17 HSR&D Field Program has provided important research findings for VA. The field program plans to continue its response to the needs of VA. Moreover, HSR&D investigators will be collaborating with researchers of other services to conduct research that is both enlightening and highly relevant to the delivery of health care to the nation's veterans. The proposal for an HSR&D field program was developed by the Edward A. Hines Jr. VA Hospital in collaboration with the Center for Health Services and Policy Research (CHSPR) of Northwestern University. The program was funded in January 1983, as the result of a national competition to establish an HSR&D field program in each of the VA regions. The goals of the Medical District 17 Field Program are to improve the health care of veterans by conducting relevant research on the processes and outcomes of patient care; to provide comprehensive technical research assistance; and to educate VA managers, planners, and clinicians, as well as the general medical community, about advances in health care delivery. The field program's commitment to excellence is strengthened by its multidisciplinary approach, which enables physicians, nurses, social workers, psychologists, sociologists, economists, statisticians, administrators, and individuals in various related disciplines to cooperate in efforts to address a wide range of topical issues. These collaborations are a major strength of the field program. Primary research priorities of the field program are cost effectiveness of VA services (e.g., patient care technologies, delivery systems), long-term care, and rehabilitation. Investigators, however, are not limited to these topics and explore many other health services research issues of particular interest to them.